Given $x+2 y>1$ $\begin{array}{l} \Rightarrow 2 y>1-x \\ \Rightarrow y>\frac{1}{2}-\frac{x}{2} \end{array}$ Consider the equation $y=\frac{1}{2}-\frac{x}{2}$ Finding points on the...

### A manufacturer produces two Models of bikes – Model and Model . Model takes 6 man-hours to make per unit, while Model Y takes 10 man-hours per unit. There is a total of 450 man-hour available per week. Handling and Marketing costs are Rs 2000 and Rs 1000 per unit for Models and respectively. The total funds available for these purposes are Rs 80,000 per week. Profits per unit for Models and are Rs 1000 and Rs 500 , respectively. How many bikes of each model should the manufacturer produce so as to yield a maximum profit? Find the maximum profit.

Solution: Let us take $\mathrm{x}$ an $\mathrm{y}$ to be the no. of models of bike produced by the manufacturer. From the question we have, Model $x$ takes 6 man-hours to make per unit Model $y$...

### In Fig. 12.11, the feasible region (shaded) for a LPP is shown. Determine the maximum and minimum value of

Solution: It is seen from the given figure, that the corner points are as follows: $\mathrm{R}(7 / 2,3 / 4), \mathrm{Q}(3 / 2,15 / 4), \mathrm{P}(3 / 13,24 / 13)$ and $\mathrm{S}(18 / 7,2 / 7)$ On...

### Minimize subject to the constraints: .

Solution: It is given that: $\mathrm{Z}=13 \mathrm{x}-15 \mathrm{y}$ and the constraints $\mathrm{x}+\mathrm{y} \leq 7$, $2 x-3 y+6 \geq 0, x \geq 0, y \geq 0$ Taking $x+y=7$, we have...

### Maximize , subject to the constraints:

Solution: It is given that: $Z=3 x+4 y$ and the constraints $x+y \leq 1, x \geq 0$ $\mathrm{y} \geq 0$ Taking $x+y=1$, we have $$\begin{tabular}{|l|l|l|} \hline$x$ & 1 & 0 \\ \hline$y$ & 0 & 1 \\...

### Determine the maximum value of subject to the constraints:

Solution: It is given that: $\mathrm{Z}=11 \mathrm{x}+7 \mathrm{y}$ and the constraints $2 \mathrm{x}+\mathrm{y} \leq 6, \mathrm{x} \leq 2, \mathrm{x} \geq 0, \mathrm{y} \geq 0$ Let $2 x+y=6$...

### Find the values of p so that the lines and are at right angles.

Solution: The standard form of a pair of Cartesian lines is:...

### A die is tossed twice. A ‘success’ is getting an even number on a toss. Find the variance of the number of successes.

Let’s consider E to be the event of getting even number on tossing a die.

### Two cards are drawn successively without replacement from a well shuffled deck of cards. Find the mean and standard variation of the random variable X where X is the number of aces.

Let’s consider X to be the random variable such that X = \[0,1,2\] Now, let E = the event of drawing an ace And, F = the event of drawing non – ace So,

### A bag contains

coins. It is known that n of these coins has a head on both sides whereas the rest of the coins are fair. A coin is picked up at random from the bag and is tossed. If the probability that the toss results in a head is

, determine the value of n.

Given, n coins are two headed coins and the remaining \[(n+1)\] coins are fair. Let \[{{E}_{1}}\] : the event that unfair coin is selected \[{{E}_{2}}\] : the event that the fair coin is selected...

### The probability distribution of a random variable x is given as under: where k is a constant. Calculate (i) E(X) (ii)

(iii)

The probability distribution of random variable X is given by: We know that \[\sum\limits_{i=1}^{n}{P({{X}_{i}})=1}\] So, \[k\text{ }+\text{ }4k\text{ }+\text{ }9k\text{ }+\text{ }8k\text{ }+\text{...

### The probability distribution of a discrete random variable X is given as under: Calculate: (i) The value of A if E(X) =

(ii) Variance of X.

(i) We know that: (ii) Now, the distribution becomes \[E({{X}^{2}})\text{ }=\text{ }1\text{ }\times \text{ 1/2 }+\text{ }4\text{ }\times \text{ }1/5\text{ }+\text{ }16\text{ }\times 3/25\text{...

### Let X be a discrete random variable whose probability distribution is defined as follows: where k is a constant. Calculate (i) the value of k (ii) E (X) (iii) Standard deviation of X.

(i) Given, \[P\left( X\text{ }=\text{ }x \right)\text{ }=\text{ }k\left( x\text{ }+\text{ }1 \right)\]for \[x\text{ }=\text{ }1,\text{ }2,\text{ }3,\text{ }4\] So, \[P\left( X\text{ }=\text{ }1...

### An item is manufactured by three machines A, B and C. Out of the total number of items manufactured during a specified period,

are manufactured on A,

on B and

on C.

of the items produced on A and

of items produced on B are defective, and

of these produced on C are defective. All the items are stored at one godown. One item is drawn at random and is found to be defective. What is the probability that it was manufactured on machine A?

Let’s consider: \[{{E}_{1}}\] = The event that the item is manufactured on machine A \[{{E}_{2}}\] = The event that the item is manufactured on machine B \[{{E}_{3}}\] = The event that the item is...

### By examining the chest X ray, the probability that TB is detected when a person is actually suffering is

. The probability of an healthy person diagnosed to have TB is

. In a certain city,

in

people suffers from TB. A person is selected at random and is diagnosed to have TB. What is the probability that he actually has TB?

Let \[{{E}_{1}}\] = Event that a person has TB \[{{E}_{2}}\] = Event that a person does not have TB And H = Event that the person is diagnosed to have TB. So, \[P({{E}_{1}})\text{ }=\text{...

### There are three urns containing

white and

black balls,

white and

black balls, and

white and

black balls, respectively. There is an equal probability of each urn being chosen. A ball is drawn at random from the chosen urn and it is found to be white. Find the probability that the ball drawn was from the second urn.

Given, we have \[3\] urns: Urn \[1\] = \[2\] white and \[3\] black balls Urn \[2\] = \[3\] white and 2 black balls Urn \[3\] = \[4\] white and \[1\] black balls Now, the probabilities of choosing...

### There are two bags, one of which contains

black and

white balls while the other contains

black and

white balls. A die is thrown. If it shows up

or

, a ball is taken from the Ist bag; but it shows up any other number, a ball is chosen from the second bag. Find the probability of choosing a black ball.

Let \[{{E}_{1}}\] be the event of selecting Bag \[1\] and \[{{E}_{2}}\] be the event of selecting Bag \[2\]. Also, let \[{{E}_{3}}\] be the event that black ball is selected Now,...

### A letter is known to have come either from TATA NAGAR or from CALCUTTA. On the envelope, just two consecutive letter TA are visible. What is the probability that the letter came from TATA NAGAR.

Let E1 be the event that the letter comes from TATA NAGAR, E2 be the event that the letter comes from CALCUTTA And, E3 be the event that on the letter, two consecutive letters TA are visible Now,...

### A shopkeeper sells three types of flower seeds

,

and

. They are sold as a mixture where the proportions are

respectively. The germination rates of the three types of seeds are

,

and

. Calculate the probability (i) of a randomly chosen seed to germinate (ii) that it will not germinate given that the seed is of type A3, (iii) that it is of the type A2 given that a randomly chosen seed does not germinate.

Given that: \[{{A}_{1}}:\text{ }{{A}_{2}}:\text{ }{{A}_{3}}~=\text{ }4:\text{ }4:\text{ }2\] So, the probabilities will be \[P({{A}_{1}})\text{ }=\text{ }4/10,\text{ }P({{A}_{2}})\text{ }=\text{...

### Refer to Question 41 above. If a white ball is selected, what is the probability that it came from (i) Bag

(ii) Bag

Referring the Question 41, here we will use Baye’s Theorem Therefore, the required probabilities are \[2/11\] and \[9/11\].

### Three bags contain a number of red and white balls as follows: Bag

red balls, Bag

red balls and

white ball Bag

white balls. The probability that bag i will be chosen and a ball is selected from it is

. What is the probability that (i) a red ball will be selected? (ii) a white ball is selected?

Given: Bag \[1:3\] red balls, Bag \[2:2\] red balls and \[1\] white ball Bag \[3:3\] white balls Now, let E1, E2 and E3 be the events of choosing Bag \[1\], Bag \[2\] and Bag \[3\] respectively and...

### Find the vector and the Cartesian equations of the line that passes through the points (3, –2, –5), (3, –2, 6).

Solution: It is given that Let's calculate the vector form: The vector eq. of as line which passes through two points whose position vectors are $\vec{a}$ and $\vec{b}$ is...

### An urn contains m white and n black balls. A ball is drawn at random and is put back into the urn along with k additional balls of the same colour as that of the ball drawn. A ball is again drawn at random. Show that the probability of drawing a white ball now does not depend on k.

Let’s consider A to be the event of having m white and n black balls \[{{E}_{1}}\] = First ball drawn of white colour \[{{E}_{2}}\] = First ball drawn of black colour \[{{E}_{3}}\] = Second ball...

### Two dice are tossed. Find whether the following two events A and B are independent:

where (x, y) denotes a typical sample point.

Given, two events A and B are independent such that \[\mathbf{A}\text{ }=\text{ }\left\{ \left( x,~y \right)\text{ }:~x~+~y~=\text{ }\mathbf{11} \right\}\text{ }\mathbf{B}\text{ }=\text{ }\left\{...

### A and B throw a pair of dice alternately. A wins the game if he gets a total of

and B wins if she gets a total of

. It A starts the game, find the probability of winning the game by A in third throw of the pair of dice.

Solution: Let’s take A1 to be the event of getting a total of \[6\] \[{{A}_{1}}~=\text{ }\left\{ \left( 2,\text{ }4 \right),\text{ }\left( 4,\text{ }2 \right),\text{ }\left( 1,\text{ }5...

### Find the variance of the distribution:

We know that, Variance(X) = \[E({{X}^{2}})\text{ }\text{ }{{\left[ E\left( X \right) \right]}^{2}}\] Therefore, the required variance is \[665/324\].

### The random variable X can take only the values

. Given that

and that

,find the value of p.

Given, \[X\text{ }=\text{ }0,\text{ }1,\text{ }2\]and \[P\left( X\text{ }=\text{ }0 \right)\text{ }=\text{ }P\text{ }\left( X\text{ }=\text{ }1 \right)\text{ }=~p\] Let P(X) at \[X\text{ }=\text{...

### Find the probability distribution of the maximum of the two scores obtained when a die is thrown twice. Determine also the mean of the distribution.

Let X be the random variable scores when a die is thrown twice. \[X\text{ }=\text{ }1,\text{ }2,\text{ }3,\text{ }4,\text{ }5,\text{ }6\] And \[S\text{ }=\text{ }\left\{ \left( 1,\text{ }1...

### Two natural numbers r, s are drawn one at a time, without replacement from the set

. Find

, where

.

Given, \[\mathbf{S}=\left\{ \mathbf{1},\text{ }\mathbf{2},\text{ }\mathbf{3},\text{ }\ldots .,~n \right\}\] So, \[P\left( r\text{ }\le \text{ }p/s\text{ }\le \text{ }p \right)\text{ }=\text{...

### Suppose that

of the people with blood group O are left-handed and

of those with other blood groups are left-handed

of the people have blood group O. If a left-handed person is selected at random, what is the probability that he/she will have blood group O?

Let’s assume \[{{E}_{1}}\] = The event that a person selected is of blood group O \[{{E}_{2}}\] = The event that the people selected is of other group And H = The event that selected person is left...

### Suppose you have two coins which appear identical in your pocket. You know that one is fair and one is

-headed. If you take one out, toss it and get a head, what is the probability that it was a fair coin?

Let’s consider \[{{E}_{1}}\] = Event that the coin is fair \[{{E}_{2}}\] = Event that the coin is \[2\] headed And H = Event that the tossed coin gets head. Now, \[P({{E}_{1}})\text{ }=\text{...

### A factory produces bulbs. The probability that any one bulb is defective is

and they are packed in boxes of

. From a single box, find the probability that (i) none of the bulbs is defective (ii) exactly two bulbs are defective (iii) more than

bulbs work properly

Let’s assume X to be the random variable denoting a bulb to be defective. Here, \[n\text{ }=\text{ }10,\text{ }p\text{ }=\text{ }1/50,\text{ }q\text{ }=\text{ }1\text{ }\text{ }1/50\text{ }=\text{...

### Two probability distributions of the discrete random variable X and Y are given below. Prove that

.

The probability distribution of random variable X is We know that, \[E(X)=\sum\limits_{i=1}^{n}{{{P}_{i}}{{X}_{i}}}\] \[E\left( X \right)\text{ }0.\text{ }1/5\text{ }+\text{ }1.\text{ }2/5\text{...

### Two biased dice are thrown together. For the first die

, the other scores being equally likely while for the second die,

and the other scores are equally likely. Find the probability distribution of ‘the number of ones seen’.

Therefore, the required probability distribution is

### A die is thrown three times. Let X be ‘the number of twos seen’. Find the expectation of X.

Here, we have \[X\text{ }=\text{ }0,\text{ }1,\text{ }2,\text{ }3\] [Since, die is thrown \[3\] times] And \[p\text{ }=\text{ }1/6,\text{ }q\text{ }=\text{ }5/6\] Therefore, the required expression...

### A biased die is such that

and other scores being equally likely. The die is tossed twice. If X is the ‘number of fours seen’, find the variance of the random variable X.

Here, random variable \[X\text{ }=\text{ }0,\text{ }1,\text{ }2\] \[P\left( X\text{ }=\text{ }2 \right)\text{ }=\text{ }P\left( 4 \right).P\left( 4 \right)\text{ }=\text{ }1/10\text{ }x\text{...

### For the following probability distribution determine standard deviation of the random variable X.

We know that: Standard deviation (S.D.) = \[\sqrt{Variance}\] So, \[Var\left( X \right)\text{ }=\text{ }E({{X}^{2}})\text{ }\text{ }{{\left[ E\left( X \right) \right]}^{2}}\] \[E\left( X...

### The probability distribution of a random variable X is given below: (i) Determine the value of k. (ii) Determine

and

(iii) Find

(i) W.k.t \[P\left( 0 \right)\text{ }+\text{ }P\left( 1 \right)\text{ }+\text{ }P\left( 2 \right)\text{ }+\text{ }P\left( 3 \right)\text{ }=\text{ }1\] \[\Rightarrow k\text{ }+\text{ }k/2\text{...

### Consider the probability distribution of a random variable X: Calculate: (i)

(ii) Variance of X.

Given We know that: \[\mathbf{Var}\left( \mathbf{X} \right)\text{ }=\text{ }\mathbf{E}({{\mathbf{X}}^{\mathbf{2}}})\text{ }\text{ }{{\left[ \mathbf{E}\left( \mathbf{X} \right)...

### A lot of

watches is known to have

defective watches. If 8 watches are selected (one by one with replacement) at random, what is the probability that there will be at least one defective watch?

Given: Total number of watches = \[100\] and number of defective watches = \[10\] So, the probability of selecting a detective watch = \[10/100\text{ }=\text{ }1/10\] Now, n = \[8\], \[p\text{...

### The probability of a man hitting a target is

. He shoots

times. What is the probability of his hitting at least twice?

Here, we have n = \[7\], \[p\text{ }=\text{ }0.25\text{ }=\text{ }25/100\text{ }=\text{ 1/4}\] and \[q=1-1/4=3/4\] \[P\left( X\text{ }\ge \text{ }2 \right)\text{ }=\text{ }1\text{ }\text{ }\left[...

### Ten coins are tossed. What is the probability of getting at least 8 heads?

Here we have, \[n=10\], \[p=1/2\] and \[q=1-1/2=1/2\] \[P\left( X\text{ }\ge \text{ }8 \right)\text{ }=\text{ }P\left( x\text{ }=\text{ }8 \right)\text{ }+\text{ }P\left( x\text{ }=\text{ }9...

### A die is thrown

times. Find the probability that an odd number will come up exactly three times.

Here, \[p\text{ }=\text{ }1/6\text{ }+\text{ }1/6\text{ }+\text{ }1/6\text{ }=\text{ 1/2}\Rightarrow q\text{ }=\text{ }1\text{ }\text{ 1/2 }=\text{ 1/2}\] and \[n=5\] Now, \[P\left( x\text{ }=\text{...

### Four cards are successively drawn without replacement from a deck of

playing cards. What is the probability that all the four cards are kings?

Let \[{{E}_{1}},{{E}_{2}},{{E}_{3}}\] and \[{{E}_{4}}\] be the events that first, second, third and fourth card is King respectively. Therefore, the required probability is \[1/27075\].

### A box has

blue and

red balls. One ball is drawn at random and not replaced. Its colour is also not noted. Then another ball is drawn at random. What is the probability of second ball being blue?

Given that the box has \[5\] blue and \[4\] red balls. Let us consider \[{{E}_{1}}\] be the event that first ball drawn is blue and \[{{E}_{2}}\] be the event that first ball drawn is red. And, E is...

### Bag I contains

black and

white balls, Bag II contains

black and

white balls. A bag and a ball is selected at random. Determine the probability of selecting a black ball.

According to the question: Bag \[1\] has \[3\]B, \[2\]W balls and Bag \[2\] has \[2\]B, \[4\]W balls. Let \[{{E}_{1}}\] = The event that bag \[1\] is selected \[{{E}_{2}}\] = The event that bag...

### A bag contains

white and

black balls. Another bag contains

white and

black balls. A ball is transferred from the first bag to the second and then a ball is drawn at random from the second bag. Find the probability that the ball drawn is white.

Let us consider \[{{W}_{1}}\] and \[{{W}_{2}}\] to be two bags containing \[\left( 4W,\text{ }5B \right)\]and \[\left( 9W,\text{ }7B \right)\]balls respectively. Let us take \[{{E}_{1}}\] be the...

### Suppose

tickets are sold in a lottery each for Re

. First prize is of Rs

and the second prize is of Rs.

. There are three third prizes of Rs.

each. If you buy one ticket, what is your expectation.

Let’s take X to be the random variable where X = \[0,500,2000\]and \[3000\]

### Three dice are thrown at the same time. Find the probability of getting three two’s, if it is known that the sum of the numbers on the dice was six.

Given that the dice is thrown three times So, the sample space n(S) = \[{{6}^{3}}~=\text{ }216\] Let E1 be the event when the sum of number on the dice was \[6\] and \[{{E}_{2}}\]be the event when...

### In a dice game, a player pays a stake of Re

for each throw of a die. She receives Rs

if the die shows a

, Rs

if the die shows a

or

, and nothing otherwise. What is the player’s expected profit per throw over a long series of throws?

Let’s take X to be the random variable of profit per throw. As, she loses Rs \[1\] for giving any od \[2,4,5\]. So, \[P\left( X\text{ }=\text{ }-1 \right)\text{ }=\text{ }1/6\text{ }+\text{...

### If X is the number of tails in three tosses of a coin, determine the standard deviation of X.

Given, \[X\text{ }=\text{ }0,\text{ }1,\text{ }2,\text{ }3\] P(X = r) \[={{~}^{n}}{{C}_{r}}~{{p}^{r}}~{{q}^{n-r}}\] Where \[n\text{ }=\text{ }3,\text{ }p\text{ }=\text{ 1/2},\text{ }q\text{ }=\text{...

### Prove that (i) P(A) =

(ii)

### A discrete random variable X has the probability distribution given as below: (i) Find the value of k (ii) Determine the mean of the distribution.

For a probability distribution, we know that if \[{{P}_{i}}~\ge \text{ }0\]

### Let E1 and E2 be two independent events such that

and

. Describe in words of the events whose probabilities are:

Here, \[p({{\mathbf{E}}_{\mathbf{1}}})\text{ }=~{{p}_{\mathbf{1}}}~\] and \[\mathbf{P}({{\mathbf{E}}_{\mathbf{2}}})\text{ }=\text{ }{{\mathbf{p}}_{\mathbf{2}}}\] Now, its clearly seen that either...

### Three events A, B and C have probabilities

,

and

respectively. Given that

and

, find the values of

and

.

Given, P(A) = \[2/5\], P(B) = \[1/3\] and P(C) = \[1/2\] \[\mathbf{P}\left( \mathbf{A}\text{ }\mathbf{C} \right)\text{ }=\text{ }\mathbf{1}/\mathbf{5}\]and \[\mathbf{P}\left( \mathbf{B}\text{...

### A and B are two events such that P(A) =

, P(B) =

and

. Find: (i)

(ii)

(iii)

(iv)

Given, P(A) = \[1/2\], P(B) = \[1/3\] and \[\mathbf{P}\left( \mathbf{A}\text{ }\mathbf{}\text{ }\mathbf{B} \right)\text{ }=\text{ }\mathbf{1}/\mathbf{4}\] \[P\left( A \right)\text{ }=\text{ }1\text{...

### Explain why the experiment of tossing a coin three times is said to have binomial distribution.

As the random variable X takes \[0,1,2,3,......n\] is said to be binomial distribution having parameters n and p, if the probability is given by P(X = r) = \[^{n}{{C}_{r~}}{{p}^{r~}}{{q}^{n-r}}\]...

### Two dice are thrown together and the total score is noted. The events E, F and G are ‘a total of

’, ‘a total of

or more’, and ‘a total divisible by

’, respectively. Calculate P(E), P(F) and P(G) and decide which pairs of events, if any, are independent.

If two dice are thrown together, we have n(S) = \[36\] Now, let’s consider: E = A total of \[4\text{ }=\text{ }\left\{ \left( 2,\text{ }2 \right),\text{ }\left( 1,\text{ }3 \right),\text{ }\left(...

### A bag contains

red marbles and

black marbles. Three marbles are drawn one by one without replacement. What is the probability that at least one of the three marbles drawn be black, if the first marble is red?

Let red marbles be presented with R and black marble with B. Also, let E be the event that at least one of the three marbles drawn be black when the first marble is red. Now, the following three...

### The probability that at least one of the two events A and B occurs is

. If A and B occur simultaneously with probability

, evaluate

W.k.t, \[A\cup B\] denotes that atleast one of the events occurs and \[A\cap B\] denotes that two events occur simultaneously. Therefore, the required answer is \[1.1\].

### Refer to Exercise 1 above. If the die were fair, determine whether or not the events A and B are independent.

According to the solution of exercise 1, we have \[A\text{ }=\text{ }\left\{ \left( 1,\text{ }1 \right),\text{ }\left( 2,\text{ }2 \right),\text{ }\left( 3,\text{ }3 \right),\text{ }\left( 4,\text{...

### For a loaded die, the probabilities of outcomes are given as under:

. The die is thrown two times. Let A and B be the events, ‘same number each time’, and ‘a total score is

or more’, respectively. Determine whether or not A and B are independent.

Given that a loaded die is thrown such that \[\mathbf{P}\left( \mathbf{1} \right)\text{ }=\text{ }\mathbf{P}\left( \mathbf{2} \right)\text{ }=\text{ }\mathbf{0}.\mathbf{2},\text{ }\mathbf{P}\left(...

### Show that the line through the points (4, 7, 8), (2, 3, 4) is parallel to the line through the points (–1, –2, 1), (1, 2, 5).

Solution: The points $(4,7,8),(2,3,4)$ and $(-1,-2,1),(1,2,5)$. Consider $A B$ be the line joining the points, $(4,7,8),(2,3,4)$ and $C D$ be the line through the points $(-1,-2$, 1), $(1,2,5)$. So...

### Integrate the function in

As per the given question, Let I = = = = = = = = =

### A manufacturer produces two Models of bikes – Model X and Model Y. Model X takes

man-hours to make per unit, while Model Y takes

man-hours per unit. There is a total of

man-hour available per week. Handling and Marketing costs are Rs

and Rs

per unit for Models X and Y respectively. The total funds available for these purposes are Rs 80,000 per week. Profits per unit for Models X and Y are Rs

and Rs

, respectively. How many bikes of each model should the manufacturer produce so as to yield a maximum profit? Find the maximum profit.

Let’s take x an y to be the number of models of bike produced by the manufacturer. From the question we have, Model x takes \[6\] man-hours to make per unit Model y takes \[10\] man-hours to make...

### Maximize Z = x + y subject to

.

Given: Z = x + y subject to constraints, \[x~+\text{ }\mathbf{4}y~\text{£}\text{ }\mathbf{8},\text{ }\mathbf{2}x~+\text{ }\mathbf{3}y~\text{£}\text{ }\mathbf{12},\text{...

### Refer to Exercise 15. Determine the maximum distance that the man can travel.

As per the solution of exercise 15, we have Maximize Z = x + y, subject to the constraints \[2x\text{ }+\text{ }3y\le 120\] … (i) \[8x\text{ }+\text{ }5y\le 400\]… (ii) \[x\ge 0,\text{ }y\ge 0\]...

### Refer to Exercise 14. How many sweaters of each type should the company make in a day to get a maximum profit? What is the maximum profit?

As per the solution of exercise 14, we have Maximize \[Z\text{ }=\text{ }200x\text{ }+\text{ }120y\]subject to constrains \[3x\text{ }+\text{ }y\le 600\]…. (i) \[x\text{ }+\text{ }y\le 300\]…. (ii)...

### Refer to Exercise 13. Solve the linear programming problem and determine the maximum profit to the manufacturer.

From the solution of exercise 13, we have The objective function for maximum profit \[Z\text{ }=\text{ }100x\text{ }+\text{ }170y\] Subject to constraints, \[x\text{ }+\text{ }4y\le 1800\]…. (i)...

### Refer to Exercise 12. What will be the minimum cost?

As per the solution of exercise 12, we have The objective function for minimum cost is \[Z\text{ }=\text{ }400x\text{ }+\text{ }200y\] Subject to the constrains; \[5x\text{ }+\text{ }2y\ge 30\]….....

### Refer to Exercise

. How many of circuits of Type A and of Type B, should be produced by the manufacturer so as to maximize his profit? Determine the maximum profit.

As per the solution of exercise \[11\], we have Maximize \[Z\text{ }=\text{ }50x\text{ }+\text{ }60y\]subject to the constraints \[20x\text{ }+\text{ }10y\le 200\text{ }2x\text{ }+\text{ }y\le 20\]…...

### A man rides his motorcycle at the speed of

km/hour. He has to spend Rs

per km on petrol. If he rides it at a faster speed of

km/hour, the petrol cost increases to Rs

per km. He has at most Rs

to spend on petrol and one hour’s time. He wishes to find the maximum distance that he can travel. Express this problem as a linear programming problem.

Let’s assume the man covers x km on his motorcycle at the speed of \[50\]km/hr and covers y km at the speed of \[50\] km/hr and covers y km at the speed of \[80\] km/hr. So, cost of petrol =...

### A company manufactures two types of sweaters: type A and type B. It costs Rs

to make a type A sweater and Rs

to make a type B sweater. The company can make at most

sweaters and spend at most Rs

a day. The number of sweaters of type B cannot exceed the number of sweaters of type A by more than 100. The company makes a profit of Rs

for each sweater of type A and Rs

for every sweater of type B. Formulate this problem as a LPP to maximize the profit to the company.

Let’s assume x and y to be the number of sweaters of type A and type B respectively. From the question, the following constraints are: \[360x\text{ }+\text{ }120y\le 72000\Rightarrow 3x\text{...

### A company manufactures two types of screws A and B. All the screws have to pass through a threading machine and a slotting machine. A box of Type A screws requires

minutes on the threading machine and

minutes on the slotting machine. A box of type B screws requires

minutes of threading on the threading machine and

minutes on the slotting machine. In a week, each machine is available for

hours. On selling these screws, the company gets a profit of Rs

per box on type A screws and Rs 170 per box on type B screws. Formulate this problem as a LPP given that the objective is to maximize profit.

Let’s consider that the company manufactures x boxes of type A screws and y boxes of type B screws. From the given information the below table is constructed: From the data in the above table, the...

### A firm has to transport

packages using large vans which can carry

packages each and small vans which can take

packages each. The cost for engaging each large van is Rs

and each small van is Rs

. Not more than Rs

is to be spent on the job and the number of large vans cannot exceed the number of small vans. Formulate this problem as a LPP given that the objective is to minimize cost.

Let us consider x and y to be the number of large and small vans respectively. From the given information the below constrains table is constructed: Now, the objective function for minimum cost is...

### A manufacturer of electronic circuits has a stock of

resistors,

transistors and

capacitors and is required to produce two types of circuits A and B. Type A requires

resistors,

transistors and

capacitors. Type B requires

resistors,

transistors and

capacitors. If the profit on type A circuit is Rs

and that on type B circuit is Rs

, formulate this problem as a LPP so that the manufacturer can maximize his profit.

Let x units of type A and y units of type B electric circuits be produced by the manufacturer. From the given information the below table is constructed: Now, the total profit function in rupees...

### In Fig. 12.11, the feasible region (shaded) for a LPP is shown. Determine the maximum and minimum value of

From the given figure, it’s seen that the corner points are as follows: \[R\left( 7/2,\text{ }3/4 \right),\text{ }Q\left( 3/2,\text{ }15/4 \right),\text{ }P\left( 3/13,\text{ }24/13 \right)\text{...

### The feasible region for a LPP is shown in Fig. 12.10. Evaluate

at each of the corner points of this region. Find the minimum value of Z, if it exists.

According to the question: \[\mathbf{Z}\text{ }=\text{ }\mathbf{4}x~+~y\] In the given figure, ABC is the feasible region which is open unbounded. Here, we have \[x\text{ }+\text{ }y\text{ }=\text{...

### Refer to Exercise 7 above. Find the maximum value of Z.

In the evaluating table for the value of Z, it’s clearly seen that the maximum value of Z is \[47\] at \[(3,2)\]

### The feasible region for a LPP is shown in Fig. 12.9. Find the minimum value of

.

In the given figure, it’s seen that the feasible region is ABCA. The corner points are \[C\left( 0,\text{ }3 \right),\text{ }B\left( 0,\text{ }5 \right)\]’and for A, we have to solve equations...

### Feasible region (shaded) for a LPP is shown in Fig. 12.8. Maximize

.

According to the question: \[\mathbf{Z}\text{ }=\text{ }\mathbf{5}x~+\text{ }\mathbf{7}y\] and feasible region OABC. The corner points of the feasible region are \[O\left( 0,\text{ }0 \right),\text{...

### Determine the maximum value of

if the feasible region (shaded) for a LPP is shown in Fig.

.

As shown in the figure, OAED is the feasible region. At A, \[y\text{ }=\text{ }0\]in equation \[2x\text{ }+\text{ }y\text{ }=\text{ }104\]we get, \[x=52\] This is a corner point \[A\text{ }=\text{...

### Minimize

subject to the constraints:

.

According to the question: \[\mathbf{Z}\text{ }=\text{ }\mathbf{13}x~\text{ }\mathbf{15}y~\]and the constraints \[x~+~y~\text{£}\text{ }\mathbf{7},\text{ }\mathbf{2}x~\text{ }\mathbf{3}y~+\text{...

### Maximize the function

, subject to the constraints:

.

According to the question: \[\mathbf{Z}\text{ }=\text{ }\mathbf{11}x~+\text{ }\mathbf{7}y\]and the constraints \[x~\text{£}\text{ }\mathbf{3},~y~\text{£}\text{ }\mathbf{2},~x~{}^\text{3}\text{...

### Maximize

, subject to the constraints:

.

According to the question: \[\mathbf{Z}\text{ }=\text{ }\mathbf{3}x~+\text{ }\mathbf{4}y\] and the constraints \[x~+~y~\text{£}\text{ }\mathbf{1},~x~{}^\text{3}\text{...

### Determine the maximum value of

subject to the constraints:

.

According to the question: \[\mathbf{Z}\text{ }=\text{ }\mathbf{11}x~+\text{ }\mathbf{7}y~\]and the constraints \[\mathbf{2}x~+~y~\text{£}\text{ }\mathbf{6},~x~\text{£}\text{...

### Choose the correct answer in dx/4+9x^2 (A) pi/6 (B) pi/12 (C) pi/24 (D) pi/4

= = = = = = Therefore, The correct option is option (C) .

### Find the equation of the plane through the intersection of the planes r.(i+3j)-6=0 and r.(3i-j-4k)=0, whose perpendicular distance from origin is unity.

According to ques,

### The plane ax + by = 0 is rotated about its line of intersection with the plane z = 0 through an angle α. Prove that the equation of the plane in its new position is Ax+by ( )z=0

According to ques, planes are: \[~ax\text{ }+\text{ }by\text{ }=\text{ }0\text{ }\ldots .\text{ }\left( i \right)\] and \[z\text{ }=\text{ }0\text{ }\ldots .\text{ }\left( ii \right)\] hence, the...

### Find the equation of the plane which is perpendicular to the plane 5x + 3y + 6z + 8 = 0 and which contains the line of intersection of the planes x + 2y + 3z – 4 = 0 and 2x + y – z + 5 = 0.

According to ques, planes are \[{{P}_{1}}:\text{ }5x\text{ }+\text{ }3y\text{ }+\text{ }6z\text{ }+\text{ }8\text{ }=\text{ }0\] \[{{P}_{2}}:\text{ }x\text{ }+\text{ }2y\text{ }+\text{ }3z\text{...

### Find the shortest distance between the lines given by r=(8+3 ) i-(9+16 )j+(10=7 )k and r=15i+29j+5k+ (3i+8j-5k)

According to the ques,

### Find the equation of the plane through the points (2, 1, –1) and (–1, 3, 4) and perpendicular to the plane x – 2y + 4z = 10. Solution:

According to ques, Equation of the plane passing through two points, \[\left( {{x}_{1}},\text{ }{{y}_{1}},\text{ }{{z}_{1}} \right)\text{ }and\text{ }\left( {{x}_{2}},\text{ }{{y}_{2}},\text{...

### Find the equations of the line passing through the point (3,0,1) and parallel to the planes x + 2y = 0 and 3y – z = 0.

According to ques, Point is \[\left( 3,\text{ }0,\text{ }1 \right)\] and the equation of planes are: \[x\text{ }+\text{ }2y\text{ }=\text{ }0\text{ }\ldots .\text{ }\left( i \right)\] and \[3y\text{...

### Evaluate the definite integrals as limit of sums tanx dx

= = = = = =

### Find the length and the foot of perpendicular from the point (1, 3/2, 2) to the plane 2x – 2y + 4z + 5 = 0.

According to ques, plane is: \[2x\text{ }\text{ }2y\text{ }+\text{ }4z\text{ }+\text{ }5\text{ }=\text{ }0\] and point: \[\left( 1,\text{ }3/2,\text{ }2 \right)\] The direction ratios of the...

### Find the distance of a point (2, 4, –1) from the line (x+5)/1=(y+3)/4=(z-6)/-9

According to ques,

### Find the foot of perpendicular from the point (2, 3, –8) to the line (4-x)/2=y/6=(1-z)/3 Also, find the perpendicular distance from the given point to the line.

according to ques, The coordinates of any point Q on the line are: \[x\text{ }=\text{ }-2\lambda \text{ }+\text{ }4,\text{ }y\text{ }=\text{ }6\lambda \text{ }and\text{ }z\text{ }=\text{ }-3\lambda...

### Two systems of rectangular axis have the same origin. If a plane cuts them at distances a, b, c and a¢, b¢, c¢, respectively, from the origin, prove that I/a^2+1/b^2+1/c^2=1/a’^2+1/b’^2+1/c’^2

Let, \[~OX,\text{ }OY,\text{ }OZ\text{ }and\text{ }ox,\text{ }oy,\text{ }oz\] to be two rectangular systems According to ques,

### O is the origin and A is (a, b, c). Find the direction cosines of the line OA and the equation of plane through A at right angle to OA.

According to ques, \[~O\text{ }\left( 0,\text{ }0,\text{ }0 \right)\text{ }and\text{ }A\left( a,\text{ }b,\text{ }c \right)\] Hence, the direction ratios of OA : \[a\text{ }\text{ }0,\text{ }b\text{...

### If a variable line in two adjacent positions has direction cosines l, m, n and l + dl, m + dm, n + dn, show that the small angle dq between the two positions is given by dq2 = dl2 + dm2 + dn2

According to ques, \[~l,\text{ }m,\text{ }n\text{ }and~l~+\text{ }dl,~m~+\text{ }dm,~n~+\text{ }dn\] are the direction cosines of a variable line in two positions hence, \[{{l}^{2}}~+\text{...

### Find the angle between the lines whose direction cosines are given by the equations l + m + n = 0, l2 + m2 – n2 = 0.

According to ques, Equations are, \[l~+~m~+~n~=\text{ }0\text{ }\ldots ..\text{ }\left( i \right)\] \[{{l}^{2}}~+~{{m}^{2}}~~{{n}^{2}}~=\text{ }0\text{ }\ldots .\text{ }\left( ii \right)\] From...

### Find the equations of the two lines through the origin which intersect the line (x-3)/2=(y-3)/1=z/1 at angles of π/3 each.

According to ques, Any point in the given line is: \[x\text{ }\text{ }3/\text{ }2\text{ }=\text{ }y\text{ }\text{ }3/1\text{ }=\text{ }z/1\text{ }=\text{ }\lambda \] Or, \[x\text{ }=\text{ }2\lambda...

### Find the equation of the plane through the points (2, 1, 0), (3, –2, –2) and (3, 1, 7).

According to ques, points are: \[\left( 2,\text{ }1,\text{ }0 \right),\text{ }\left( 3,\text{ }2,\text{ }2 \right)\text{ }and\text{ }\left( 3,\text{ }1,\text{ }7 \right)\] Since, equation of the...

### If the line drawn from the point (–2, – 1, – 3) meets a plane at right angle at the point (1, – 3, 3), find the equation of the plane.

According to ques, Points are : \[\left( 2,\text{ }\text{ }1,\text{ }\text{ }3 \right)\text{ }and\text{ }\left( 1,\text{ }\text{ }3,\text{ }3 \right)\] And, Direction ratios of the normal to the...

### Find the equation of a plane which is at a distance 3√3 units from origin and the normal to which is equally inclined to coordinate axis.

Since, the normal to the plane is equally inclined to the axes. so, \[cos\text{ }\alpha \text{ }=\text{ }cos\text{ }\beta \text{ }=\text{ }cos\text{ }\gamma \] or, \[So,\text{ }co{{s}^{2}}~\alpha...

### Find the equation of a plane which bisects perpendicularly the line joining the points A (2, 3, 4) and B (4, 5, 8) at right angles.

According to ques, Coordinates are \[A\text{ }\left( 2,\text{ }3,\text{ }4 \right)\text{ }and\text{ }B\text{ }\left( 4,\text{ }5,\text{ }8 \right)\] Again, Coordinates of the mid-point C are...

### Prove that the lines x = py + q, z = ry + s and x = p¢y + q¢, z = r¢y + s¢ are perpendicular if pp¢ + rr¢ + 1 = 0

According to ques,

### Prove that the line through A (0, –1, –1) and B (4, 5, 1) intersects the line through C (3, 9, 4) and D (– 4, 4, 4).

According to ques, Points are \[~A\text{ }\left( 0,\text{ }1,\text{ }1 \right)\text{ }and\text{ }B\text{ }\left( 4,\text{ }5,\text{ }1 \right)\] \[C\text{ }\left( 3,\text{ }9,\text{ }4 \right)\text{...

### Find the angle between the lines r=3i-2j+6k+ (2i+j+2k) and r=(2j-5k)+ (6i+3j+2k)

According to ques,

### Show that the lines (x-1)/2=(y-2)/3=(z-3)/4 and (x-4)/5=(y-1)/2=z intersect. Also, find their point of intersection.

According to ques,

### Find the vector equation of the line which is parallel to the vector 3i-2j+6k and which passes through the point (1, –2, 3).

According to equation of line we have,

### Find the position vector of a point A in space such that vector OA is inclined at 60º to OX and at 45° to OY and vector OA = 10 units.

Since, \[co{{s}^{2}}~\alpha \text{ }+\text{ }co{{s}^{2}}~\beta \text{ }+\text{ }co{{s}^{2}}~\gamma \text{ }=\text{ }1\] or, \[co{{s}^{2}}~{{60}^{o}}~+\text{ }co{{s}^{2}}~{{45}^{o}}~+\text{...

### The angle between two vectors a and b with magnitudes √3 and 4, respectively, and a.b=2×3^1/2 is

Solution: CORRECT OPTION: (B) as the ques suggests,

### The vector having initial and terminal points as (2, 5, 0) and (–3, 7, 4), respectively is (A)-i+12j+4k (B)5i+2j-4k (C)-5i+2j+4k (D)i+j+k

CORRECT OPTION: \[\left( C \right)-5i+2j+4k\] Let us take, A and B be the pints with coordinates (2, 5, 0) and (-3, 7, 4) respectively. Hence,

### The position vector of the point which divides the join of points 2a-3b and a+b in the ratio 3 : 1 is (A) (3a-2b)/2 (B) (7a-8b)/4 (C) 3a/4 (D) 5a/4

CORRECT ANSWER: \[\left( D \right)5a/4~\] ACCORDING TO QUES , Given ratio is 3:1

### The vector in the direction of the vector i-2j+k that has magnitude 9 is (A) i-2j+2k (B)(i-2j+2k)/3 (C)3(i-2j+2k) (D)9(i-2j+2k)

CORRECT ANSWER: \[\left( C \right)\text{ }3\left( i-2j+2k \right)\]

### If a=i+j+k and b=j-k, find a vector c such that axc=b and a.c=3

according to ques,

### Show that area of the parallelogram whose diagonals are given by a and b is (axb)/2. Also find the area of the parallelogram whose diagonals are 2i-j+k and i+3j-k

according to ques,

### If a,b,c determine the vertices of a triangle, show that ½[bxc+cxa+axb] gives the vector area of the triangle. Hence deduce the condition that the three points a,b,c are collinear. Also find the unit vector normal to the plane of the triangle.

according to ques,

### Prove that in any triangle ABC, , where a, b, c are the magnitudes of the sides opposite to the vertices A, B, C, respectively.

according to ques,

### Using vectors, prove that the parallelogram on the same base and between the same parallels are equal in area.

According to ques, proved.

### Using vectors, find the area of the triangle ABC with vertices A(1, 2, 3), B(2, – 1, 4) and C(4, 5, – 1).

according to ques,

### If A, B, C, D are the points with position vectors i+j-k, 2i-j+3k, 2i-3k, 3i-2j+k respectively, find the projection of AB along CD.

According to ques,

### Find the sine of the angle between the vectors a=3i+j+2k and b=2i-2j+4k

according to ques,

### If a+b+c=0 , show that axb=bxc=cxa . Interpret the result geometrically?

according to ques,

### Find the angle between the vectors:2i-j+k and 3i+4j-k.

according to ques,

### Find a vector of magnitude 6, which is perpendicular to both the vectors 2i-j+2k and 4i-j+3k .

according to ques,

### A vector r has magnitude 14 and direction ratios 2, 3, – 6. Find the direction cosines and components of r , given that r makes an acute angle with x-axis.

According to ques,

### A vector r is inclined at equal angles to the three axes. If the magnitude of r is 2√3 units, find r.

Since, vector makes equal angles with the axes, their direction cosines will be same hence, \[~l\text{ }=\text{ }m\text{ }=\text{ }n\] also, \[{{l}^{2}}~+\text{ }{{m}^{2}}~+\text{...

### Using vectors, find the value of k such that the points (k, – 10, 3), (1, –1, 3) and (3, 5, 3) are collinear.

according to ques,

### If a and b are the position vectors of A and B, respectively, find the position vector of a point C in BA produced such that BC = 1.5 BA.

According to ques,

### Find a unit vector in the direction of PQ where P and Q have co-ordinates (5, 0, 8) and (3, 3, 2), respectively.

According to ques,

### If a=i+j+2k and b=2i+j-2k find the unit vector in the direction of (i)6b (ii)2a-b

According to ques,

### Find the unit vector in the direction of sum of vectors:

according to ques,

### The differential equation for y = A cos αx + B sin αx, where A and B are arbitrary constants is (A)d2y/dx^2-a^2y=0 (B)d^2y/dx^2+a^2y=0 (C)d^2y/dx^2+ay=0 (D)d^2y/dx^2-ay=0

Correct option :(B) According to ques, \[y~=\text{ }A\text{ }cos\text{ }ax~+\text{ }B\text{ }sin\text{ }ax\] Differentiating with respect to x,

### If y = e–x (A cos x + B sin x), then y is a solution of: (A) d^2y/dx^2+2dy/dx=0 (B)d^2y/dx^2-2dy/dx+2y=0 (C)d^2y/dx^2+2dy/dx=2y=0 (D)d^y/dx^2+2y=0

Correct option :(C). According to ques, \[y~=~{{e}^{x}}~\left( A\text{ }cos~x~+\text{ }B\text{ }sin~x \right)\] Differentiating both sides with respect to x,

### The order and degree of the differential equation d^2y/dx^2=(dy/dx)^1/4+x^1/5=0 respectively, are (A) 2 and not defined (B) 2 and 2 (C) 2 and 3 (D) 3 and 3

Correct option : (A) 2 and not defined According to ques, Since the degree of dy/dx is in fraction its undefined and the degree is \[2.\]

### Choose the correct answer from the given four options: The degree of the differential equation [1+(dy/dx)^2]^3/2=d^2y/dx^2 is (A) 4 (B) 3/2 (C) not defined (D) 2

Correct option: D (2) According to ques, hence the answer is 2.

### Choose the correct answer from the given four options. The degree of the differential equation (d^2y/dx^2)^2+(dy/dx)^2=xsin(dy/dx)is: (A) 1 (B) 2 (C) 3 (D) not defined

Correct option: (D) not defined. As the value of sin (dy/dx) on expansion will be in increasing power of dy/dx,

### Solve : x dy/dx (log y-logx+1)

According to ques,

### Find the equation of a curve passing through the point (1, 1). If the tangent drawn at any point P (x, y) on the curve meets the co-ordinate axes at A and B such that P is the mid-point of AB.

Let \[P\left( x\text{ },\text{ }y \right)\] be any point on the curve, AB be the tangent to the given curve at P. A/Q, P is the mid-point of AB HENCE, the coordinates of \[A\text{ }is\text{ }\left(...

### Find the equation of a curve passing through origin if the slope of the tangent to the curve at any point (x, y) is equal to the square of the difference of the abscissa and ordinate of the point.

According to the ques, The slope of the tangent of the curve \[=\text{ }dy/dx\] Now, the difference between the abscissa and ordinate \[=\text{ }x\text{ }\text{ }y\] Hence A/Q, \[dy/dx\text{...

### Find the equation of the curve through the point (1, 0) if the slope of the tangent to the curve at any point (x, y) is (y – 1)/ (x2 + x)

According to ques, Since, the line is passing through the point (1, 0), then \[\left( 0\text{ }\text{ }1 \right)\text{ }\left( 1\text{ }+\text{ }1 \right)\text{ }=\text{ }c\left( 1...

### Find the equation of the curve through the point (1, 0) if the slope of the tangent to the curve at any point (x, y) is (y – 1)/ (x2 + x)

ACCORDING TO QUES, Line is passing through the point \[\left( 1,\text{ }0 \right),SO,\] \[\left( 0\text{ }\text{ }1 \right)\text{ }\left( 1\text{ }+\text{ }1 \right)\text{ }=\text{ }c\left( 1...

### Find the equation of a curve passing through (2, 1) if the slope of the tangent to the curve at any point (x, y) is (x2 + y2)/ 2xy.

ACCORDING TO QUES, It’s a homogeneous differential function,

### Find the general solution of dy/dx – 3y = sin 2x.

According to ques, \[~P\text{ }=\text{ }-3\text{ }and\text{ }Q\text{ }=\text{ }sin\text{ }2x\]

### Solve: dy/dx = cos(x + y) + sin (x + y). [Hint: Substitute x + y = z]

According to ques,

### Find the general solution of (1 + tan y) (dx – dy) + 2xdy = 0.

according to ques,

### Solve :

according to the ques,

### Find the differential equation of system of concentric circles with centre (1, 2).

according to ques, concentric circles with centre \[\left( 1,\text{ }2 \right)\] and with radius ‘r’ can be written as, \[{{\left( x\text{ }\text{ }1 \right)}^{2}}~+\text{ }{{\left( y\text{ }\text{...

### Solve the differential equation (1 + y2) tan–1x dx + 2y (1 + x2) dy = 0.

ACCORDING TO QUES, \[~\left( 1\text{ }+~{{y}^{2}} \right)\text{ }ta{{n}^{1}}x\text{ }dx~+\text{ }2y~\left( 1\text{ }+~{{x}^{2}} \right)~dy~=\text{ }0\] \[2y\text{ }\left( 1\text{ }+\text{ }{{x}^{2}}...

### Form the differential equation by eliminating A and B in Ax2 + By2 = 1.

ACCORDING TO QUES, DIFFERENTIATING WITH RESPECT TO x ,

### Solve the differential equation dy = cos x (2 – y cosec x) dx given that y = 2 when x = π/2.

according to ques,

### Solve : 2 (y + 3) – xy dy/dx = 0, given that y(1) = -2.

according to ques,

### Solve : (x + y) (dx – dy) = dx + dy. [Hint: Substitute x + y = z after separating dx and dy]

According to ques, or, \[\left( x~+~y \right)\text{ }\left( dx~~dy \right)\text{ }=~dx~+~dy\] \[\left( x\text{ }+\text{ }y \right)\text{ }dx\text{ }\text{ }\left( x\text{ }\text{ }y \right)\text{...

### Find the general solution of y2dx + (x2 – xy + y2) dy = 0.

according to ques,

### Find the general solution of the differential equation:(1+y^2)+(x-e^tan-1y)dy/dx=0.

according to ques,

### Solve: x^2dy/dx=x^2+xy+y^2

according to ques,

### Find the equation of a curve passing through origin and satisfying the differential equation: (1+x^2)dy/dx+2xy=4x^2

according to ques,

### Form the differential equation of all circles which pass through origin and whose centres lie on y-axis.

According to ques, Equation will be, \[{{\left( x\text{ }\text{ }0 \right)}^{2}}~+\text{ }{{\left( y\text{ }\text{ }a \right)}^{2}}~=\text{ }{{a}^{2}},\] where (0, a) is the centre...

### Form the differential equation having y = (sin–1x)2 + A cos–1x + B, where A and B are arbitrary constants, as its general solution.

according to ques,

### If y(t) is a solution of and y (0) = – 1, then show that y (1) = -1/2.

according to ques,

### If y(x) is a solution of and y (0) = 1, then find the value of y(π/2).

according to ques,

### Find the general solution of (x + 2y3) dy/dx = y.

according to ques,

### Solve the differential equation dy/dx = 1 + x + y2 + xy2, when y = 0, x = 0.

according to ques, we can write,

### Solve: ydx – xdy = x2ydx.

According to ques we have, \[~ydx\text{ }\text{ }xdy\text{ }=\text{ }{{x}^{2}}ydx\] or, \[y\text{ }dx\text{ }\text{ }{{x}^{2}}y\text{ }dx\text{ }=\text{ }xdy\] \[y\text{ }\left( 1\text{ }\text{...

### Solve the differential equation: dy/dx+1=e^x+y

ACCORDING TO QUES, \[dy/dx\text{ }+\text{ }1\text{ }=\text{ }{{e}^{x+y}}\] NOW PUTTING, \[x\text{ }+\text{ }y\text{ }=\text{ }t\] and differentiating w.r.t. x,

### Find the general solution of: dy/dx+ay=e^mx

ACCORDING TO QUES, \[dy/dx\text{ }+\text{ }ay\text{ }=\text{ }{{e}^{mx}}\] for linear differential equation of first order, \[P\text{ }=\text{ }a\text{ }and\text{ }Q\text{ }=\text{...

### Solve the differential equation: dy/dx+2xy=y

according to ques, \[dy/dx\text{ }+\text{ }2xy\text{ }=\text{ }y\]

### Solve the differential equation: (x^2-1)dy/dx+2xy=1/x^2-1

according to ques,

### Given that dy/dx=e^-2y and y = 0 when x = 5. Find the value of x when y = 3.

according to ques,

### Find the differential equation of all non-vertical lines in a plane.

SINCE ,equation of all non-vertical lines is $$ \[~y\text{ }=\text{ }mx\text{ }+\text{ }c\] On differentiating w.r.t. x, \[dy/dx\text{ }=\text{ }m\] and, on differentiating w.r.t. x,...

### Find the solution of : dy/dx = 2^y-x

ACCORDING TO QUES,

### Find x, y, z if A = satisfies A¢ = A-1.

Ans:

### If AB = BA for any two square matrices, prove by mathematical induction that (AB)n = An Bn.

Let \[~P\left( n \right)\text{ }:\text{ }{{\left( AB \right)}^{n}}~=\text{ }{{A}^{n}}{{B}^{n}}\] In this way, \[P\left( 1 \right)\text{ }:\text{ }{{\left( AB \right)}^{1}}~=\text{...

### If A, B are square matrices of same order and B is a skew-symmetric matrix, show that A¢BA is skew symmetric.

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### If A is square matrix such that A2 = A, show that (I + A)3 = 7A + I.

We realize that, \[A\text{ }.\text{ }I\text{ }=\text{ }I\text{ }.\text{ }A\] In this way, \[A\text{ }and\text{ }I\]are commutative. Subsequently, we can grow \[{{\left( I\text{ }+\text{ }A...

### If P (x) = given matrix then show that P (x) . P (y) = P (x + y) = P (y) . P (x).

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### If the matrix is a skew symmetric matrix, find the values of a, b and c.

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### If A = and A-1 = A’, find value of a.

Ans: By utilizing equity of matrixs, we get \[co{{s}^{2}}~\alpha \text{ }+\text{ }si{{n}^{2~}}\alpha \text{ }=\text{ }1\], which is valid for all genuine upsides of \[\alpha .\]

### If A = find A2 + 2A + 7I.

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### Find the matrix A such that

Ans: Let, Presently, by equity of matrices, we get \[a\text{ }=\text{ }1,\text{ }b\text{ }=\text{ }-\text{ }2,\text{ }c\text{ }=\text{ }-\text{ }5\] Furthermore, \[2a\text{ }\text{ }d\text{ }=\text{...

### Find the value of a, b, c and d, if

Ans: Presently, \[3a\text{ }=\text{ }a\text{ }+\text{ }4\Rightarrow a\text{ }=\text{ }2\] \[3b\text{ }=\text{ }6\text{ }+\text{ }a\text{ }+\text{ }b\] \[3b\text{ }-\text{ }b\text{ }=\text{ }8\]...

### If , then find A2 – 5A – 14I. Hence, obtain A3.

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### If find a matrix C such that 3A + 5B + 2C is a null matrix.

Ans: How about we think about a matrix C, with the end goal that Looking at the terms, \[\mathbf{2a}\text{ }+\text{ }\mathbf{48}\text{ }=\text{ }\mathbf{0}\text{ }\Rightarrow \text{...

### If then find values of x, y, z and w.

Answer: In the given matrix condition, Looking at the comparing components, we get \[x\text{ }+\text{ }y\text{ }=\text{ }6,\] \[xy\text{ }=\text{ }8,\] \[z\text{ }+\text{ }6\text{ }=\text{ }0\]and...

### Find inverse, by elementary row operations (if possible), of the following matrices

Ans: Since, we obtain all the zeroes in a row of the matrix A, L.H.S., A-1 does not exist.

### Prove by Mathematical Induction that (A¢)n = (An) ¢, where n ∈ N for any square matrix A.

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### Verify that A2 = I when A =

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### If and x2 = –1, then show that (A + B)2 = A2 + B2

Answer: According to the given ques

### Evaluate

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### Let and a = 4, b = –2. Show that: (A – B)T = AT – BT

Answer: According to the given ques,

### Let and a = 4, b = –2. Show that: (a) (AB)T = BT AT (b) (A –B)C = AC – BC

Answer: According to the given ques, (a) (b)

### Let and a = 4, b = –2. Show that: (a) (AT)T = A (b) (bA)T = b AT

Answer: According to the given ques

### Let and a = 4, b = –2. Show that: (a) (a + b)B = aB + bB (b) a (C–A) = aC – aA

Answer: (a) (b)

### Let and a = 4, b = –2. Show that: (a) A + (B + C) = (A + B) + C (b) A (BC) = (AB) C

Answer: According to the given ques

### Show that if A and B are square matrices such that AB = BA, then (A + B)2 = A2 + 2AB + B2.

Given, \[A\text{ }and\text{ }B\]are square matrices with the end goal that \[AB\text{ }=\text{ }BA.\] In this way, \[{{\left( A\text{ }+\text{ }B \right)}^{2}}~=\text{ }\left( A\text{ }+\text{ }B...

### Let A and B be square matrices of the order 3 × 3. Is (AB)2 = A2 B2 ? Give reasons.

As, \[A\text{ }and\text{ }B\]be square matrixs of order \[3\text{ }x\text{ }3.\] We have, \[{{\left( AB \right)}^{2}}~=\text{ }AB\text{ }.\text{ }AB\] \[=\text{ }A\left( BA \right)B\] \[=\text{...

### Show that A¢A and AA¢ are both symmetric matrices for any matrix A.

Answer: According to the given ques

### If then verify that: (i) (2A + B)¢ = 2A¢ + B¢ (ii) (A – B)¢ = A¢ – B¢.

Answer: According to the given ques